Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy boyce_cont roc_auc tss_max
rf 0.9653784 0.9656525 0.9991613 0.9867837
bt 0.9428341 0.9372217 0.9927274 0.9389653
maxnet 0.6908213 0.9895165 0.8045618 0.4661368
gam NA 0.9006817 NA NA
glm NA 0.8509973 NA NA

Variable Importance